{"id":"W4413728459","doi":"10.64628/aam.wamfh65vd","title":"It’s not business as usual for vegan businesses","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Business; Business as usual; Vegan Diet; Business administration; Economics; Management; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335934,0.0002817551,0.0002376101,0.0004412946,0.002742888,0.006718775,0.0005840089,0.003271657,0.02944607],"category_scores_gemma":[0.007874404,0.0001660325,0.0002160098,0.0006025456,0.00274463,0.005626254,0.001821697,0.002856211,0.009556547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395101,"about_ca_system_score_gemma":0.001516858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902337,"about_ca_topic_score_gemma":0.01057722,"domain_scores_codex":[0.9983733,0.0003732803,0.00003799159,0.0002654233,0.0004725041,0.0004775522],"domain_scores_gemma":[0.9958749,0.0008641404,0.0003528427,0.0004895107,0.0008745889,0.001544008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003327889,0.0005114677,0.03090716,0.0004909715,0.0001134315,0.0008709449,0.006236592,0.000159494,0.004800753,0.1704265,0.5613779,0.223772],"study_design_scores_gemma":[0.00004913052,0.0001255844,0.02067963,0.0003974782,0.00002409611,0.0008242135,0.01536389,0.000233549,0.001659007,0.04805278,0.9125132,0.00007752267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1320987,0.002618264,0.00375422,0.2827721,0.009113584,0.00004452301,0.0004585144,0.0006048247,0.5685351],"genre_scores_gemma":[0.6661673,0.001337456,0.003423278,0.06191116,0.00126864,0.00006457316,0.0005679684,0.0003436859,0.264916],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02944607,"threshold_uncertainty_score":0.09850693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283422926011028,"score_gpt":0.246149396442762,"score_spread":0.2133151671826518,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}